The attic was stifling, the heat clinging to Sarah like a damp shroud. She slowly opened the rickety door, a groan escaping her lips. The last few months had been a relentless grind, and she felt like she was wading through molasses. The previous owners had clearly abandoned ship in a hurry.

A faded photograph lay face-down on a stack of newspapers. She flipped it over. A group of laughing children, a picnic basket, a carefree day. A pang of something akin to envy struck her.

She lowered herself onto a dusty trunk, the wood groaning in protest. The air felt thick, the space claustrophobic. She felt her resolve begin to crumble, wanting to curl up and sleep.

Emotion: worn out

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.12 Negative
PC2 (Disposition): -1.20

Role in Research

This story is one of 1,000 stories generated for the emotion worn out. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 worn out stories, after denoising with neutral dialogue baselines, produces the worn out emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worn out vector is projected through the unembedding matrix.

Promoted:
😞0.265
😩0.234
η–²γ‚Œ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
ΰ°­ΰ°Ώ-0.208
あくまで-0.208